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⚡ AI Lessons

Dev.to · Mohammad Awwaad
1mo ago
Decoding the Observability Pipeline: A Java Architect's Guide to Metrics, Logs, and Traces
A comprehensive guide to demystifying observability in the Java ecosystem. Learn the 4-phase pipeline and architectural patterns.

Dev.to · Mohammad Awwaad
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
How to Migrate Your Conversation History to the New Antigravity IDE (macOS)
If you've recently upgraded from the classic Antigravity App to the new, standalone Antigravity IDE,...

Dev.to · Mohammad Awwaad
2mo ago
Building a Local, Zero-Cost AI Pull Request Reviewer with LangGraph and Ollama
A step-by-step tutorial on architecting a completely autonomous, deterministic PR reviewer on your Mac using GitLab, Qwen 2.5 Coder, and LangGraph.

Dev.to · Mohammad Awwaad
⚡ AI Lesson
3mo ago
The Zero-Cost Cloud Engineer Part 5: Brownfield Terraforming and the 'Zero-Diff' Philosophy
Transitioning a manually built GCP architecture to Terraform Infrastructure as Code (IaC) without destroying existing resources or triggering unwanted downtime.

Dev.to · Mohammad Awwaad
⚡ AI Lesson
3mo ago
The Zero-Cost Cloud Engineer Part 4: Cloud Storage, Secret Manager, and the Legacy Access Trap
How to securely offload file storage to GCS using Secret Manager and Spring Boot while avoiding FinOps billing traps and legacy Compute Engine scope limitations

Dev.to · Mohammad Awwaad
⚡ AI Lesson
3mo ago
The Zero-Cost Cloud Engineer Part 3: Decoupled Messaging with Pub/Sub on the Always Free Tier
How to implement secure, asynchronous messaging using Google Cloud Pub/Sub and Spring Boot while staying within zero-cost FinOps constraints.

Dev.to · Mohammad Awwaad
⚡ AI Lesson
4mo ago
The Zero-Cost Cloud Engineer: Observability and the 'Where are my logs?' Problem
Configure the Google Cloud Ops Agent on a private, internet-less Free Tier VM and seamlessly route Spring Boot application logs to GCP.

Dev.to · Mohammad Awwaad
⚡ AI Lesson
4mo ago
I Built a Production-Ready Spring Boot Architecture (So You Don't Have To)
A deep dive into a Two-Lane BFF security architecture, proactive token refresh, and enterprise Spring Boot microservices.
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